Run
522177

Run 522177

Task 3882 (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
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9786
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10674.5269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2072
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
259.208
UserCPU time millis testing
34.119
UserCPU time millis training
225.089