Run
20723

Run 20723

Task 9 (Supervised Classification) autos Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I80
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6587
Cross-validation details (10-fold Crossvalidation)