Run
234918

Run 234918

Task 259 (Supervised Classification) credit-approval 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
0.9122
Per class
Cross-validation details (33% Holdout set)
F measure
0.8811
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7622
Cross-validation details (33% Holdout set)
KB relative information score
149.2193
Cross-validation details (33% Holdout set)
Mean absolute error
0.1893
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.882
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8811
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8811
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3803
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3173
Cross-validation details (33% Holdout set)
Root relative squared error
0.6335
Cross-validation details (33% Holdout set)
SciMark benchmark
1334.3805
UserCPU time millis
20
UserCPU time millis training
20