Run
538345

Run 538345

Task 36 (Supervised Classification) segment Uploaded 18-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree379
classif.randomForest(54)_mtry12
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2262.5144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2108
Cross-validation details (10-fold Crossvalidation)