Run
1840469

Run 1840469

Task 125968 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by J B
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Flow

weka.Bagging_REPTree(8)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0
weka.Bagging_REPTree(8)_P70
weka.Bagging_REPTree(8)_S1
weka.Bagging_REPTree(8)_num-slots1
weka.Bagging_REPTree(8)_I10
weka.Bagging_REPTree(8)_Wweka.classifiers.trees.REPTree

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
0.7229
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.0764
Cross-validation details (10-fold Crossvalidation)
F measure
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.0512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2356
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
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9411
Cross-validation details (10-fold Crossvalidation)
Total cost
59286
Cross-validation details (10-fold Crossvalidation)