Run
1842758

Run 1842758

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Kevin Chang
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Flow

weka.FilteredClassifier_Bagging_DecisionTable(1)Weka implementation of FilteredClassifier
weka.DecisionTable(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.DecisionTable(1)_X1
weka.DecisionTable(1)_Eauc
weka.FilteredClassifier_Bagging_DecisionTable(1)_Fweka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 200.0 -S 1
weka.FilteredClassifier_Bagging_DecisionTable(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_DecisionTable(1)_P100
weka.Bagging_DecisionTable(1)_S1
weka.Bagging_DecisionTable(1)_num-slots1
weka.Bagging_DecisionTable(1)_I10
weka.Bagging_DecisionTable(1)_Wweka.classifiers.rules.DecisionTable

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
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-60.9297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.236
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
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8927
Cross-validation details (10-fold Crossvalidation)