Run
510345

Run 510345

Task 38 (Supervised Classification) ecoli Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(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
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.3186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.061
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3338
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8189
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.343
UserCPU time millis testing
0.048
UserCPU time millis training
0.295