DEVELOPMENT... OpenML
Run
130626

Run 130626

Task 3021 (Supervised Classification) sick Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I160
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.9079
Per class
Build CPU time
1.3006
Build memory
659177237.6819
F measure
0.9624
Per class
Kappa
0.6615
KB relative information score
2104.5743
Mean absolute error
0.0361
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9616
Per class
Predictive accuracy
0.9637
Prior entropy
0.3333
Recall
0.9637
Per class
Relative absolute error
0.313
Root mean prior squared error
0.2398
Root mean squared error
0.1853
Root relative squared error
0.773
SciMark benchmark
927.3354