Run
202217

Run 202217

Task 257 (Supervised Classification) colic Uploaded 27-02-2015 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)_K5
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
0.809
Per class
Cross-validation details (33% Holdout set)
F measure
0.8057
Per class
Cross-validation details (33% Holdout set)
Kappa
0.609
Cross-validation details (33% Holdout set)
KB relative information score
64.0608
Cross-validation details (33% Holdout set)
Mean absolute error
0.2555
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8216
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8099
Cross-validation details (33% Holdout set)
Prior entropy
0.9509
Cross-validation details (33% Holdout set)
Recall
0.8099
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5233
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.505
Cross-validation details (33% Holdout set)
Root mean squared error
0.42
Cross-validation details (33% Holdout set)
Root relative squared error
0.8317
Cross-validation details (33% Holdout set)
SciMark benchmark
916.6405
UserCPU time millis
60
Cross-validation details (33% Holdout set)
UserCPU time millis testing
60
Cross-validation details (33% Holdout set)