Run
502410

Run 502410

Task 3739 (Supervised Classification) analcatdata_chlamydia Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.ctree(3)Learner classif.ctree from package(s) party.
classif.ctree(3)_seed1
classif.ctree(3)_kindMersenne-Twister
classif.ctree(3)_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
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.4719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.12
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3116
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.88
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3464
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8829
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.213
UserCPU time millis testing
0.049
UserCPU time millis training
0.164