Run
1842410

Run 1842410

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Hilde Weerts
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Flow

weka.Bagging_Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.Bagging_RandomTree(9)_P100
weka.Bagging_RandomTree(9)_S1
weka.Bagging_RandomTree(9)_num-slots1
weka.Bagging_RandomTree(9)_I10
weka.Bagging_RandomTree(9)_Wweka.classifiers.trees.RandomTree
weka.Bagging_Bagging_RandomTree(1)_P100
weka.Bagging_Bagging_RandomTree(1)_S1
weka.Bagging_Bagging_RandomTree(1)_num-slots1
weka.Bagging_Bagging_RandomTree(1)_I10
weka.Bagging_Bagging_RandomTree(1)_Wweka.classifiers.meta.Bagging

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
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
6.9609
Cross-validation details (10-fold Crossvalidation)
F measure
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
927.1389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2211
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8638
Cross-validation details (10-fold Crossvalidation)
Total cost
58318
Cross-validation details (10-fold Crossvalidation)