Run
514587

Run 514587

Task 3718 (Supervised Classification) boston 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
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.71
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.5623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1403
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7608
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.052
UserCPU time millis testing
1.156
UserCPU time millis training
1.896