Run
1840549

Run 1840549

Task 125968 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by M. van Nijnatten
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Flow

weka.Bagging_REPTree(17)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N25
weka.REPTree(15)_S1
weka.REPTree(15)_Ptrue
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.REPTree(15)_num-decimal-places5
weka.Bagging_REPTree(17)_P100
weka.Bagging_REPTree(17)_S1
weka.Bagging_REPTree(17)_num-slots4
weka.Bagging_REPTree(17)_I25
weka.Bagging_REPTree(17)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(17)_num-decimal-places5

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
0.7612
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
5.9899
Cross-validation details (10-fold Crossvalidation)
F measure
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
489.8189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2179
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
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9247
Cross-validation details (10-fold Crossvalidation)
Total cost
50183
Cross-validation details (10-fold Crossvalidation)