DEVELOPMENT... OpenML
Run
200838

Run 200838

Task 54 (Supervised Classification) hepatitis Uploaded 27-02-2015 by Jason
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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
0.7627
Per class
F measure
0.7872
Per class
Kappa
0.3187
KB relative information score
39.2616
Mean absolute error
0.2057
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.781
Per class
Predictive accuracy
0.8
Prior entropy
0.7418
Recall
0.8
Per class
Relative absolute error
0.6236
Root mean prior squared error
0.4048
Root mean squared error
0.3791
Root relative squared error
0.9365
SciMark benchmark
1335.643
UserCPU time millis
10
UserCPU time millis testing
10