Run
239340

Run 239340

Task 258 (Supervised Classification) optdigits Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.9029
Per class
Cross-validation details (33% Holdout set)
F measure
0.5929
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5569
Cross-validation details (33% Holdout set)
KB relative information score
763.3706
Cross-validation details (33% Holdout set)
Mean absolute error
0.1343
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
0.6108
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6009
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.6009
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7461
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.2428
Cross-validation details (33% Holdout set)
Root relative squared error
0.8095
Cross-validation details (33% Holdout set)
SciMark benchmark
1348.8402
UserCPU time millis
8290
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
UserCPU time millis training
8270
Cross-validation details (33% Holdout set)