Run
542629

Run 542629

Task 3842 (Supervised Classification) waveform-5000 Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree126
classif.randomForest(50)_mtry27
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3631.7673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3421
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7229
Cross-validation details (10-fold Crossvalidation)