Run
1840408

Run 1840408

Task 125969 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by M. van Nijnatten
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Flow

weka.Bagging_J48(5)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.J48(33)_M16
weka.J48(33)_Rtrue
weka.J48(33)_N100
weka.J48(33)_Strue
weka.J48(33)_Atrue
weka.J48(33)_Jtrue
weka.J48(33)_Q1
weka.J48(33)_num-decimal-places8
weka.Bagging_J48(5)_P100
weka.Bagging_J48(5)_S1
weka.Bagging_J48(5)_num-slots1
weka.Bagging_J48(5)_I10
weka.Bagging_J48(5)_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
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2847
Cross-validation details (10-fold Crossvalidation)
F measure
0.8126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
621.866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2279
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
0.8247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.887
Cross-validation details (10-fold Crossvalidation)
Total cost
2385
Cross-validation details (10-fold Crossvalidation)