Run
519079

Run 519079

Task 9975 (Supervised Classification) lsvt Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1746
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Number of instances
126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9209
Cross-validation details (10-fold Crossvalidation)
Recall
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8864
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.394
UserCPU time millis testing
1.246
UserCPU time millis training
9.148