DEVELOPMENT... OpenML
Run
201007

Run 201007

Task 1934 (Supervised Classification) hepatitis 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
0.7711
Per class
F measure
0.7985
Per class
Kappa
0.3556
KB relative information score
406.9981
Mean absolute error
0.2042
Mean prior absolute error
0.3299
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7933
Per class
Predictive accuracy
0.8103
Prior entropy
0.7418
Recall
0.8103
Per class
Relative absolute error
0.6191
Root mean prior squared error
0.4048
Root mean squared error
0.3735
Root relative squared error
0.9227
SciMark benchmark
939.5205
UserCPU time millis
10
UserCPU time millis testing
10