Run
519258

Run 519258

Task 9931 (Supervised Classification) volcanoes-b5 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
0.6626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2437.8472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Number of instances
9989
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.305
Cross-validation details (10-fold Crossvalidation)
Recall
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1233
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
985.495
UserCPU time millis testing
63.496
UserCPU time millis training
921.999