DEVELOPMENT... OpenML
Run
201395

Run 201395

Task 3688 (Supervised Classification) houses 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
0.988
Per class
F measure
0.9736
Per class
Kappa
0.9462
KB relative information score
19287.5205
Mean absolute error
0.0328
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9736
Per class
Predictive accuracy
0.9736
Prior entropy
0.9866
Recall
0.9736
Per class
Relative absolute error
0.0667
Root mean prior squared error
0.4953
Root mean squared error
0.1458
Root relative squared error
0.2943
SciMark benchmark
1363.454
UserCPU time millis
64840
UserCPU time millis testing
64840