DEVELOPMENT... OpenML
Run
102914

Run 102914

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.8601
Per class
Build memory
106518133.0526
F measure
0.9288
Per class
Kappa
0.6664
KB relative information score
281.0794
Mean absolute error
0.0711
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9286
Per class
Predictive accuracy
0.9326
Prior entropy
0.5574
Recall
0.9326
Per class
Relative absolute error
0.3162
Root mean prior squared error
0.3346
Root mean squared error
0.2488
Root relative squared error
0.7435
SciMark benchmark
875.7999