DEVELOPMENT... OpenML
Run
102693

Run 102693

Task 1785 (Supervised Classification) car 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
0.984
Per class
Build CPU time
0.0001
Build memory
84003407.2
F measure
0.8819
Per class
Kappa
0.7443
KB relative information score
5302.6105
Mean absolute error
0.1118
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.887
Per class
Predictive accuracy
0.8907
Prior entropy
1.2099
Recall
0.8907
Per class
Relative absolute error
0.4883
Root mean prior squared error
0.3381
Root mean squared error
0.2083
Root relative squared error
0.616
SciMark benchmark
875.7999