Run
1674004

Run 1674004

Task 2075 (Supervised Classification) abalone Uploaded 22-07-2016 by Jan van Rijn
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M8

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
0.684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1020.1472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0555
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1778
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0119
Cross-validation details (10-fold Crossvalidation)