DEVELOPMENT... OpenML
Run
201979

Run 201979

Task 4543 (Supervised Classification) autos 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
0.8755
Per class
F measure
0.8543
Per class
Kappa
0.6618
KB relative information score
1200.8997
Mean absolute error
0.1802
Mean prior absolute error
0.4406
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8589
Per class
Predictive accuracy
0.859
Prior entropy
0.9134
Recall
0.859
Per class
Relative absolute error
0.4089
Root mean prior squared error
0.4691
Root mean squared error
0.3393
Root relative squared error
0.7233
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis testing
10