Run
514197

Run 514197

Task 3639 (Supervised Classification) fri_c0_250_25 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
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.9924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.81
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.161
UserCPU time millis testing
3.225
UserCPU time millis training
14.936