Run
543169

Run 543169

Task 9973 (Supervised Classification) leaf Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree40
classif.randomForest(50)_mtry9
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
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7441
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.5401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7529
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7152
Cross-validation details (10-fold Crossvalidation)