Run
264915

Run 264915

Task 257 (Supervised Classification) colic Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K1
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.7913
Per class
Cross-validation details (33% Holdout set)
F measure
0.7987
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5938
Cross-validation details (33% Holdout set)
KB relative information score
75.7594
Cross-validation details (33% Holdout set)
Mean absolute error
0.2007
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4882
Cross-validation details (33% Holdout set)
Number of instances
121
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8073
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8017
Cross-validation details (33% Holdout set)
Prior entropy
0.9509
Cross-validation details (33% Holdout set)
Recall
0.8017
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4112
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.505
Cross-validation details (33% Holdout set)
Root mean squared error
0.4436
Cross-validation details (33% Holdout set)
Root relative squared error
0.8784
Cross-validation details (33% Holdout set)
SciMark benchmark
1298.4923
UserCPU time millis
30
Cross-validation details (33% Holdout set)
UserCPU time millis testing
30
Cross-validation details (33% Holdout set)