Run
1810499

Run 1810499

Task 3528 (Supervised Classification) la2s.wc Uploaded 28-07-2016 by Jan van Rijn
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Flow

weka.AdaBoostM1_J48(3)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AdaBoostM1_J48(3)_P100
weka.AdaBoostM1_J48(3)_S1
weka.AdaBoostM1_J48(3)_I10
weka.AdaBoostM1_J48(3)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2602.7796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8699
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.8699
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5422
Cross-validation details (10-fold Crossvalidation)
Total cost