Run
543221

Run 543221

Task 9907 (Supervised Classification) autoUniv-au6-400 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)_ntree206
classif.randomForest(50)_mtry45
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
0.6411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.3222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7777
Cross-validation details (10-fold Crossvalidation)
Recall
0.455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3691
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1465
Cross-validation details (10-fold Crossvalidation)