Run
1843118

Run 1843118

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Michiel Verburg
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_Bagging_LogitBoost_Decision Stump(2)Weka implementation of FilteredClassifier
weka.DecisionStump(7)_num-decimal-places6
weka.LogitBoost_DecisionStump(10)_Qtrue
weka.LogitBoost_DecisionStump(10)_L-1.7976931348623157E308
weka.LogitBoost_DecisionStump(10)_H1.0
weka.LogitBoost_DecisionStump(10)_Z3.0
weka.LogitBoost_DecisionStump(10)_O1
weka.LogitBoost_DecisionStump(10)_E1
weka.LogitBoost_DecisionStump(10)_S1
weka.LogitBoost_DecisionStump(10)_I10
weka.LogitBoost_DecisionStump(10)_Wweka.classifiers.trees.DecisionStump
weka.LogitBoost_DecisionStump(10)_num-decimal-places6
weka.LogitBoost_DecisionStump(10)_batch-size
weka.Bagging_LogitBoost_DecisionStump(3)_P100
weka.Bagging_LogitBoost_DecisionStump(3)_S1
weka.Bagging_LogitBoost_DecisionStump(3)_num-slots1
weka.Bagging_LogitBoost_DecisionStump(3)_I10
weka.Bagging_LogitBoost_DecisionStump(3)_Wweka.classifiers.meta.LogitBoost
weka.Bagging_LogitBoost_DecisionStump(3)_num-decimal-places6
weka.CostSensitiveClassifier_Bagging_LogitBoost_DecisionStump(3)_cost-matrix[0.0 1.2; 1.0 0.0]
weka.CostSensitiveClassifier_Bagging_LogitBoost_DecisionStump(3)_S1
weka.CostSensitiveClassifier_Bagging_LogitBoost_DecisionStump(3)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_LogitBoost_DecisionStump(3)_num-decimal-places6
weka.FilteredClassifier_CostSensitiveClassifier_Bagging_LogitBoost_DecisionStump(2)_Fweka.filters.supervised.instance.ClassBalancer
weka.FilteredClassifier_CostSensitiveClassifier_Bagging_LogitBoost_DecisionStump(2)_Wweka.classifiers.meta.CostSensitiveClassifier
weka.FilteredClassifier_CostSensitiveClassifier_Bagging_LogitBoost_DecisionStump(2)_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
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2675
Cross-validation details (10-fold Crossvalidation)
F measure
0.7981
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3568.4751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3033
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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0541
Cross-validation details (10-fold Crossvalidation)
Total cost
2241
Cross-validation details (10-fold Crossvalidation)