Run
1842898

Run 1842898

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Sjef van Loo
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Flow

weka.CostSensitiveClassifier_Bagging_IBk(1)Weka implementation of CostSensitiveClassifier
weka.IBk(10)_K1
weka.IBk(10)_W0
weka.IBk(10)_Atrue
weka.CostSensitiveClassifier_Bagging_IBk(1)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_Bagging_IBk(1)_S1
weka.CostSensitiveClassifier_Bagging_IBk(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_IBk(5)_P100
weka.Bagging_IBk(5)_S1
weka.Bagging_IBk(5)_num-slots1
weka.Bagging_IBk(5)_I10
weka.Bagging_IBk(5)_Wweka.classifiers.lazy.IBk

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
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.905
Cross-validation details (10-fold Crossvalidation)
F measure
0.5516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11881.2484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5081
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
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.5044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6904
Cross-validation details (10-fold Crossvalidation)
Total cost
7582
Cross-validation details (10-fold Crossvalidation)