Run
543190

Run 543190

Task 3606 (Supervised Classification) fri_c3_1000_10 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)_ntree204
classif.randomForest(50)_mtry12
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
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
799.8401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6307
Cross-validation details (10-fold Crossvalidation)