DEVELOPMENT... OpenML
Run
201270

Run 201270

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.881
Per class
F measure
0.911
Per class
Kappa
0.5657
KB relative information score
177.4041
Mean absolute error
0.0955
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9091
Per class
Predictive accuracy
0.9156
Prior entropy
0.5405
Recall
0.9156
Per class
Relative absolute error
0.4423
Root mean prior squared error
0.3275
Root mean squared error
0.2452
Root relative squared error
0.7485
SciMark benchmark
1304.9611
UserCPU time millis
10
UserCPU time millis testing
10