DEVELOPMENT... OpenML
Run
110442

Run 110442

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_IBk(2)_I160
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
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
0.8177
Per class
Build CPU time
0.0204
Build memory
58028263.2
F measure
0.8925
Per class
Kappa
0.485
KB relative information score
157.4842
Mean absolute error
0.1082
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8901
Per class
Predictive accuracy
0.8956
Prior entropy
0.5405
Recall
0.8956
Per class
Relative absolute error
0.5013
Root mean prior squared error
0.3275
Root mean squared error
0.3103
Root relative squared error
0.9474
SciMark benchmark
942.5053