DEVELOPMENT... OpenML
Run
130458

Run 130458

Task 37 (Supervised Classification) diabetes Uploaded 25-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7368
Per class
Build CPU time
0.2917
Build memory
967226336.3646
F measure
0.6988
Per class
Kappa
0.3363
KB relative information score
232.3889
Mean absolute error
0.3048
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6984
Per class
Predictive accuracy
0.6992
Prior entropy
0.9335
Recall
0.6992
Per class
Relative absolute error
0.6706
Root mean prior squared error
0.4766
Root mean squared error
0.5322
Root relative squared error
1.1166
SciMark benchmark
939.0159