Run
505695

Run 505695

Task 10091 (Supervised Classification) banana Uploaded 14-01-2016 by Casey Davis
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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)_Utrue
weka.J48(33)_Otrue
weka.J48(33)_M12
weka.J48(33)_Atrue
weka.J48(33)_Jtrue

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.

22 Evaluation measures

Area under ROC curve
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3787.3596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1471
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5643
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1199.1754
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)