Run
277883

Run 277883

Task 271 (Supervised Classification) soybean Uploaded 07-03-2015 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
0.9945
Per class
Cross-validation details (33% Holdout set)
F measure
0.8681
Per class
Cross-validation details (33% Holdout set)
Kappa
0.857
Cross-validation details (33% Holdout set)
KB relative information score
195.876
Cross-validation details (33% Holdout set)
Mean absolute error
0.0159
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0958
Cross-validation details (33% Holdout set)
Number of instances
225
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8821
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8711
Cross-validation details (33% Holdout set)
Prior entropy
3.8572
Cross-validation details (33% Holdout set)
Recall
0.8711
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1664
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2185
Cross-validation details (33% Holdout set)
Root mean squared error
0.0951
Cross-validation details (33% Holdout set)
Root relative squared error
0.4351
Cross-validation details (33% Holdout set)
SciMark benchmark
1314.9535
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
30
Cross-validation details (33% Holdout set)