Run
528386

Run 528386

Task 47 (Supervised Classification) tae Uploaded 02-03-2016 by Jean Petric
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6484
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.4665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0263
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.03
UserCPU time millis testing
0.133
UserCPU time millis training
0.897