Run
286221

Run 286221

Task 269 (Supervised Classification) sonar Uploaded 12-03-2015 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
0.7424
Per class
Cross-validation details (33% Holdout set)
F measure
0.7209
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4383
Cross-validation details (33% Holdout set)
KB relative information score
29.3502
Cross-validation details (33% Holdout set)
Mean absolute error
0.2818
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4971
Cross-validation details (33% Holdout set)
Number of instances
68
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7215
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7206
Cross-validation details (33% Holdout set)
Prior entropy
0.9968
Cross-validation details (33% Holdout set)
Recall
0.7206
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.567
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4982
Cross-validation details (33% Holdout set)
Root mean squared error
0.5156
Cross-validation details (33% Holdout set)
Root relative squared error
1.035
Cross-validation details (33% Holdout set)
SciMark benchmark
892.0148
UserCPU time millis
60
Cross-validation details (33% Holdout set)
UserCPU time millis testing
Cross-validation details (33% Holdout set)
UserCPU time millis training
60
Cross-validation details (33% Holdout set)