Run
512570

Run 512570

Task 3778 (Supervised Classification) plasma_retinol Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.5158
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.3917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.473
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5275
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3925
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.105
UserCPU time millis testing
1.135
UserCPU time millis training
1.97