Run
1841361

Run 1841361

Task 125966 (Supervised Classification) SpeedDating Uploaded 27-11-2016 by M. van Nijnatten
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Flow

weka.Bagging_RandomTree(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomTree(11)_K9
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomTree(11)_depth15
weka.RandomTree(11)_N5
weka.RandomTree(11)_num-decimal-places6
weka.Bagging_RandomTree(9)_P100
weka.Bagging_RandomTree(9)_Otrue
weka.Bagging_RandomTree(9)_S1
weka.Bagging_RandomTree(9)_num-slots4
weka.Bagging_RandomTree(9)_I10
weka.Bagging_RandomTree(9)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(9)_num-decimal-places6

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
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
695.3835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2212
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
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8459
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8948
Cross-validation details (10-fold Crossvalidation)