Run
178206

Run 178206

Task 258 (Supervised Classification) optdigits Uploaded 23-02-2015 by Jan van Rijn
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Flow

weka.OLM(3)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(3)_R0
weka.OLM(3)_C1
weka.OLM(3)_U0

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
0.5089
Per class
Cross-validation details (33% Holdout set)
F measure
0.0432
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0176
Cross-validation details (33% Holdout set)
KB relative information score
120.8756
Cross-validation details (33% Holdout set)
Mean absolute error
0.1789
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
0.307
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.1057
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.1057
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9937
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.4229
Cross-validation details (33% Holdout set)
Root relative squared error
1.4097
Cross-validation details (33% Holdout set)
SciMark benchmark
1384.4418
UserCPU time millis
23720
Cross-validation details (33% Holdout set)
UserCPU time millis testing
5290
Cross-validation details (33% Holdout set)
UserCPU time millis training
18430
Cross-validation details (33% Holdout set)