Run
502423

Run 502423

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

classif.randomForestSRC(2)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(2)_na.actionna.impute
classif.randomForestSRC(2)_seed1
classif.randomForestSRC(2)_kindMersenne-Twister
classif.randomForestSRC(2)_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
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.3353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.04
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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5098
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.341
UserCPU time millis testing
2.072
UserCPU time millis training
6.269