Run
513119

Run 513119

Task 9973 (Supervised Classification) leaf Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7494
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
255.644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7109
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
51.603
UserCPU time millis testing
6.139
UserCPU time millis training
45.464