Run
522128

Run 522128

Task 32 (Supervised Classification) pendigits Uploaded 07-02-2016 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
0.9952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10894.0227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1379
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
561.578
UserCPU time millis testing
81.969
UserCPU time millis training
479.609