Run
329355

Run 329355

Task 237 (Supervised Classification) audiology Uploaded 26-03-2015 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
0.8808
Per class
Cross-validation details (33% Holdout set)
F measure
0.644
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6591
Cross-validation details (33% Holdout set)
KB relative information score
46.8204
Cross-validation details (33% Holdout set)
Mean absolute error
0.0286
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
74
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6093
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7027
Cross-validation details (33% Holdout set)
Prior entropy
3.6349
Cross-validation details (33% Holdout set)
Recall
0.7027
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3878
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1925
Cross-validation details (33% Holdout set)
Root mean squared error
0.1469
Cross-validation details (33% Holdout set)
Root relative squared error
0.7628
Cross-validation details (33% Holdout set)
SciMark benchmark
1299.6719
UserCPU time millis
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
20
Cross-validation details (33% Holdout set)