DEVELOPMENT... OpenML
Run
102806

Run 102806

Task 3494 (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
0.9691
Per class
Build CPU time
0.0002
Build memory
840512440
F measure
0.9747
Per class
Kappa
0.9494
KB relative information score
417.6025
Mean absolute error
0.1435
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9748
Per class
Predictive accuracy
0.9747
Prior entropy
0.9989
Recall
0.9747
Per class
Relative absolute error
0.2874
Root mean prior squared error
0.4996
Root mean squared error
0.2243
Root relative squared error
0.449
SciMark benchmark
943.1817