Run
2082679

Run 2082679

Task 1 (Supervised Classification) anneal Uploaded 21-04-2017 by Arkesh Chatterjee
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Flow

weka.CostSensitiveClassifier_J48(6)Weka implementation of CostSensitiveClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.CostSensitiveClassifier_J48(6)_cost-matrix[0.0 1.0 1.0 1.0 1.0 1.0; 1.0 0.0 1.0 1.0 1.0 1.0; 1.0 1.0 0.0 1.0 1.0 1.0; 1.0 1.0 1.0 0.0 1.0 1.0; 1.0 1.0 1.0 1.0 0.0 1.0; 1.0 1.0 1.0 1.0 1.0 0.0]
weka.CostSensitiveClassifier_J48(6)_S1
weka.CostSensitiveClassifier_J48(6)_Wweka.classifiers.trees.J48

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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
841.2139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0053
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2512
Cross-validation details (10-fold Crossvalidation)