Run
384455

Run 384455

Task 258 (Supervised Classification) optdigits Uploaded 03-04-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

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
0.9018
Per class
Cross-validation details (33% Holdout set)
F measure
0.7652
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7417
Cross-validation details (33% Holdout set)
KB relative information score
1403.6477
Cross-validation details (33% Holdout set)
Mean absolute error
0.0531
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7661
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7675
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.7675
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2949
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1977
Cross-validation details (33% Holdout set)
Root relative squared error
0.659
Cross-validation details (33% Holdout set)
SciMark benchmark
901.8743
UserCPU time millis
360
Cross-validation details (33% Holdout set)
UserCPU time millis testing
30
Cross-validation details (33% Holdout set)
UserCPU time millis training
330
Cross-validation details (33% Holdout set)