Run
1842631

Run 1842631

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

weka.FilteredClassifier_CostSensitiveClassifier_Bagging_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(12)_K0
weka.RandomTree(12)_M1.0
weka.RandomTree(12)_V0.005
weka.RandomTree(12)_S1
weka.RandomTree(12)_depth12
weka.RandomTree(12)_Btrue
weka.RandomTree(12)_num-decimal-places10
weka.FilteredClassifier_CostSensitiveClassifier_Bagging_RandomTree(1)_Fweka.filters.supervised.instance.ClassBalancer
weka.FilteredClassifier_CostSensitiveClassifier_Bagging_RandomTree(1)_Wweka.classifiers.meta.CostSensitiveClassifier
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_Mtrue
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_cost-matrix[0.0 1.0; 1.0 0.0]
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_S1
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_RandomTree(2)_num-decimal-places10
weka.Bagging_RandomTree(11)_P100
weka.Bagging_RandomTree(11)_S1
weka.Bagging_RandomTree(11)_num-slots4
weka.Bagging_RandomTree(11)_I178
weka.Bagging_RandomTree(11)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(11)_num-decimal-places10

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
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2175
Cross-validation details (10-fold Crossvalidation)
F measure
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2987.2764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1451
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
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0271
Cross-validation details (10-fold Crossvalidation)
Total cost
1822
Cross-validation details (10-fold Crossvalidation)