Run
510364

Run 510364

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

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(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
0.8851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
238.0283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0439
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
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6947
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.227
UserCPU time millis testing
0.434
UserCPU time millis training
0.793