Run
1842777

Run 1842777

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Laurence Keijzer
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Flow

weka.Bagging_REPTree(25)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(25)_P100
weka.Bagging_REPTree(25)_S1
weka.Bagging_REPTree(25)_num-slots1
weka.Bagging_REPTree(25)_I10
weka.Bagging_REPTree(25)_Wweka.classifiers.trees.REPTree
weka.REPTree(17)_M2
weka.REPTree(17)_V0.001
weka.REPTree(17)_N3
weka.REPTree(17)_S1
weka.REPTree(17)_L-1
weka.REPTree(17)_I0.0

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
0.7317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
335.1245
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2296
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
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.936
Cross-validation details (10-fold Crossvalidation)