Run
1841678

Run 1841678

Task 125969 (Supervised Classification) SpeedDating Uploaded 30-11-2016 by Gijs Walravens
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Flow

weka.Bagging_RandomTree(9)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)_S3
weka.Bagging_RandomTree(9)_num-slots1
weka.Bagging_RandomTree(9)_I20
weka.Bagging_RandomTree(9)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(9)_num-decimal-places4

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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2741
Cross-validation details (10-fold Crossvalidation)
F measure
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
843.026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2177
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
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.872
Cross-validation details (10-fold Crossvalidation)
Total cost
2296
Cross-validation details (10-fold Crossvalidation)