Run
1842597

Run 1842597

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by B. Elfrink
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Flow

weka.CostSensitiveClassifier_Bagging_RandomTree(1)Weka implementation of CostSensitiveClassifier
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.006
weka.RandomTree(11)_S1
weka.RandomTree(11)_depth9
weka.RandomTree(11)_num-decimal-places6
weka.CostSensitiveClassifier_Bagging_RandomTree(1)_cost-matrix[0.0 1.0; 23.0 0.0]
weka.CostSensitiveClassifier_Bagging_RandomTree(1)_S1
weka.CostSensitiveClassifier_Bagging_RandomTree(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_RandomTree(9)_P100
weka.Bagging_RandomTree(9)_S1
weka.Bagging_RandomTree(9)_num-slots1
weka.Bagging_RandomTree(9)_I10
weka.Bagging_RandomTree(9)_Wweka.classifiers.trees.RandomTree

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
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
1.4999
Cross-validation details (10-fold Crossvalidation)
F measure
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8615.5935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4054
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
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.6582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2666
Cross-validation details (10-fold Crossvalidation)
Total cost
12566
Cross-validation details (10-fold Crossvalidation)