DEVELOPMENT... OpenML
Run
200984

Run 200984

Task 1907 (Supervised Classification) colic Uploaded 27-02-2015 by Felicia West
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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)_K3
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
0.8351
Per class
F measure
0.8084
Per class
Kappa
0.5843
KB relative information score
1966.7227
Mean absolute error
0.2149
Mean prior absolute error
0.4662
Number of instances
3680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8093
Per class
Predictive accuracy
0.8114
Prior entropy
0.9509
Recall
0.8114
Per class
Relative absolute error
0.4611
Root mean prior squared error
0.4827
Root mean squared error
0.3898
Root relative squared error
0.8076
SciMark benchmark
937.6212
UserCPU time millis
60
UserCPU time millis testing
60