DEVELOPMENT... OpenML
Run
200805

Run 200805

Task 21 (Supervised Classification) car 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
0.997
Per class
F measure
0.923
Per class
Kappa
0.8514
KB relative information score
1092.5099
Mean absolute error
0.1119
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9395
Per class
Predictive accuracy
0.9346
Prior entropy
1.2099
Recall
0.9346
Per class
Relative absolute error
0.4886
Root mean prior squared error
0.3381
Root mean squared error
0.1952
Root relative squared error
0.5773
SciMark benchmark
942.9518
UserCPU time millis
360
UserCPU time millis testing
360