Run
536683

Run 536683

Task 3749 (Supervised Classification) no2 Uploaded 14-03-2016 by Heidi Seibold
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree10
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.

20 Evaluation measures

Area under ROC curve
0.6657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6082
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.0055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.97
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.51
UserCPU time millis testing
0.04
UserCPU time millis training
0.47