Run
506560

Run 506560

Task 3540 (Supervised Classification) analcatdata_boxing1 Uploaded 20-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(3)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(3)_na.actionna.impute
classif.randomForestSRC(3)_seed1
classif.randomForestSRC(3)_kindMersenne-Twister
classif.randomForestSRC(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
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.9154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4557
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9362
Cross-validation details (10-fold Crossvalidation)
Recall
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.877
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.897
UserCPU time millis testing
2.402
UserCPU time millis training
9.495