DEVELOPMENT... OpenML
Run
102791

Run 102791

Task 3055 (Supervised Classification) monks-problems-3 Uploaded 08-12-2014 by Felicia West
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Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

21 Evaluation measures

Area under ROC curve
0.9876
Per class
Build memory
966873656
F measure
0.9726
Per class
Kappa
0.944
KB relative information score
131.3696
Mean absolute error
0.1585
Mean prior absolute error
0.4967
Number of instances
182
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9742
Per class
Predictive accuracy
0.9725
Prior entropy
0.9989
Recall
0.9725
Per class
Relative absolute error
0.319
Root mean prior squared error
0.4971
Root mean squared error
0.2221
Root relative squared error
0.4467
SciMark benchmark
936.8525