Run
523132

Run 523132

Task 28 (Supervised Classification) optdigits Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(6)_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
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5378.4019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3022
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1256.969
UserCPU time millis testing
104.414
UserCPU time millis training
1152.555