Run
505740

Run 505740

Task 9930 (Supervised Classification) volcanoes-b4 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)_M20
weka.J48(33)_Btrue
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
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16994.0047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2971
Cross-validation details (10-fold Crossvalidation)
Recall
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1155
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9519
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1214.6422
UserCPU time millis
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)