Run
522629

Run 522629

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13819.1729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7253
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3481.347
UserCPU time millis testing
419.755
UserCPU time millis training
3061.592