Run
523153

Run 523153

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 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
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5135.4872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1084
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3584
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
192.313
UserCPU time millis testing
21.141
UserCPU time millis training
171.172