Run
515471

Run 515471

Task 7557 (Supervised Classification) CostaMadre1 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
0.5035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.1155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1419
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.126
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.592
UserCPU time millis testing
2.501
UserCPU time millis training
16.091