Run
512392

Run 512392

Task 3749 (Supervised Classification) no2 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
0.6419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.9918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1967
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.905
UserCPU time millis testing
6.759
UserCPU time millis training
28.146