Run
178948

Run 178948

Task 3044 (Supervised Classification) hypothyroid 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
0.5261
Per class
Cross-validation details (33% Holdout set)
F measure
0.8831
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0645
Cross-validation details (33% Holdout set)
KB relative information score
148.8197
Cross-validation details (33% Holdout set)
Mean absolute error
0.0458
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8674
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9084
Cross-validation details (33% Holdout set)
Prior entropy
0.4715
Cross-validation details (33% Holdout set)
Recall
0.9084
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6229
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.2141
Cross-validation details (33% Holdout set)
Root relative squared error
1.1133
Cross-validation details (33% Holdout set)
SciMark benchmark
1466.6185
UserCPU time millis
1220
Cross-validation details (33% Holdout set)
UserCPU time millis testing
140
Cross-validation details (33% Holdout set)
UserCPU time millis training
1080
Cross-validation details (33% Holdout set)