Run
501825

Run 501825

Task 3827 (Supervised Classification) pasture Uploaded 16-12-2015 by Joaquin Vanschoren
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Flow

classif.randomForest(40)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(40)_ntree100
classif.randomForest(40)_seed1
classif.randomForest(40)_kindMersenne-Twister
classif.randomForest(40)_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
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.0713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4474
Cross-validation details (10-fold Crossvalidation)
Number of instances
36
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9268
Cross-validation details (10-fold Crossvalidation)
Recall
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4715
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7904
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.175
UserCPU time millis testing
0.031
UserCPU time millis training
0.144