Headline result ({{ headline_estimator }})

V̂ = {{ headline_v|fmt_num }}

{% if headline_ci_lower is not none and headline_ci_upper is not none %} {{ ci_label }}: [{{ headline_ci_lower|fmt_num }}, {{ headline_ci_upper|fmt_num }}] · SE = {{ headline_se|fmt_num }} {% else %} SE = {{ headline_se|fmt_num }} (no bootstrap CI) {% endif %}

{{ support_health }} {% if warning_codes %} · {{ warning_codes|join(", ") }} {% endif %}

Interpretation

{% if plot_b64 %}

Clip-grid sensitivity

{% endif %}

All estimators

{% for row in estimator_rows %} {% endfor %}

estimator	V̂	SE	clip	ESS	match_rate	Pareto-k
{{ row.estimator }}	{{ row.V_hat\|fmt_num }}	{{ row.SE_if\|fmt_num }}	{{ row.clip\|fmt_num(default="∞") }}	{{ row.ESS\|fmt_num }}	{{ row.match_rate\|fmt_num(spec="%.3f") }}	{{ row.pareto_k\|fmt_num(spec="%.2f") }}

{% if top_contributors %}

Top contributors to V̂

{% for row in top_contributors %} {% endfor %}

decision_id	contribution_to_V
{{ row.decision_id }}	{{ row.contribution_to_V\|fmt_num }}

Bottom detractors of V̂

{% for row in bottom_detractors %} {% endfor %}

decision_id	contribution_to_V
{{ row.decision_id }}	{{ row.contribution_to_V\|fmt_num }}

{% endif %} {% if diagnostics %}

Propensity diagnostics

overlap_ratio	{{ diagnostics.overlap_ratio\|fmt_num(spec="%.3f") }}
balance_ratio	{{ diagnostics.balance_ratio\|fmt_num(spec="%.3f") }}
calibration_score	{{ diagnostics.calibration_score\|fmt_num(spec="%.3f") }}
discrimination_score	{{ diagnostics.discrimination_score\|fmt_num(spec="%.3f") }}
log_loss_score	{{ diagnostics.log_loss_score\|fmt_num(spec="%.3f") }}

{% if diagnostics.ece is not none or diagnostics.brier_score is not none %}

Calibration ({{ diagnostics.ece_n_bins or 15 }}-bin)

ECE	{{ diagnostics.ece\|fmt_num(spec="%.4f") }}	Expected Calibration Error · lower is better
Brier	{{ diagnostics.brier_score\|fmt_num(spec="%.4f") }}	Multiclass Brier score · lower is better

{% if diagnostics.reliability_curve %} {% for bin in diagnostics.reliability_curve %} {% if bin[2] > 0 %} {% endif %} {% endfor %}

bin mean p̂	empirical freq	count
{{ bin[0]\|fmt_num(spec="%.3f") }}	{{ bin[1]\|fmt_num(spec="%.3f") }}	{{ bin[2] }}

{% endif %} {% endif %} {% endif %}

Schema {{ schema_version }} · skdr-eval {{ skdr_eval_version }} · generated {{ timestamp }}

{{ model_name }}