Run
515649

Run 515649

Task 3567 (Supervised Classification) collins 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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
478.6413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.257
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
90.16
UserCPU time millis testing
7.36
UserCPU time millis training
82.8