Run
1842195

Run 1842195

Task 125969 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Kevin Chang
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.CostSensitiveClassifier_PART(2)Weka implementation of CostSensitiveClassifier
weka.PART(4)_C0.25
weka.PART(4)_M2
weka.PART(4)_Q1
weka.CostSensitiveClassifier_PART(2)_Mtrue
weka.CostSensitiveClassifier_PART(2)_cost-matrix[0.0 50.0; 50.0 0.0]
weka.CostSensitiveClassifier_PART(2)_S1
weka.CostSensitiveClassifier_PART(2)_Wweka.classifiers.rules.PART

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
0.6478
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.275
Cross-validation details (10-fold Crossvalidation)
F measure
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1954.8158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.173
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
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1212
Cross-validation details (10-fold Crossvalidation)
Total cost
2304
Cross-validation details (10-fold Crossvalidation)