Run
2040454

Run 2040454

Task 145682 (Supervised Classification) spectrometer Uploaded 11-04-2017 by Wouter Nuijten
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Flow

weka.Bagging_J48(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.J48(38)_C0.5
weka.J48(38)_M3
weka.Bagging_J48(9)_P100
weka.Bagging_J48(9)_S1
weka.Bagging_J48(9)_num-slots1
weka.Bagging_J48(9)_I100
weka.Bagging_J48(9)_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
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5438
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.0612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7724
Cross-validation details (10-fold Crossvalidation)