Run
234907

Run 234907

Task 54 (Supervised Classification) hepatitis Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_M2

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
0.6603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.274
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0605
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.3805
UserCPU time millis training