Run
518446

Run 518446

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.1041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6909
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.305
UserCPU time millis testing
1.329
UserCPU time millis training
7.976