Run
338226

Run 338226

Task 258 (Supervised Classification) optdigits Uploaded 27-03-2015 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
0.9509
Per class
Cross-validation details (33% Holdout set)
F measure
0.8931
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8819
Cross-validation details (33% Holdout set)
KB relative information score
1643.7744
Cross-validation details (33% Holdout set)
Mean absolute error
0.023
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8938
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8937
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.8937
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1276
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1413
Cross-validation details (33% Holdout set)
Root relative squared error
0.4709
Cross-validation details (33% Holdout set)
SciMark benchmark
1331.0047
UserCPU time millis
840
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
UserCPU time millis training
820
Cross-validation details (33% Holdout set)