Run
523316

Run 523316

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(5)Learner classif.pamr from package(s) pamr.
classif.pamr(5)_threshold.predict1
classif.pamr(5)_seed1
classif.pamr(5)_kindMersenne-Twister
classif.pamr(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35769.8985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0395
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9605
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4184
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.666
UserCPU time millis testing
0.065
UserCPU time millis training
22.601