Run
502553

Run 502553

Task 3540 (Supervised Classification) analcatdata_boxing1 Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.randomForest(38)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(38)_seed1
classif.randomForest(38)_kindMersenne-Twister
classif.randomForest(38)_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
0.7299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.8091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2083
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4557
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9362
Cross-validation details (10-fold Crossvalidation)
Recall
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9569
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.615
UserCPU time millis testing
0.035
UserCPU time millis training
1.58