DEVELOPMENT... OpenML
Run
130943

Run 130943

Task 3837 (Supervised Classification) hayes-roth 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
0.9228
Per class
Build CPU time
0.0165
Build memory
1089234125.5152
F measure
0.8023
Per class
Kappa
0.5816
KB relative information score
81.0019
Mean absolute error
0.1829
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8019
Per class
Predictive accuracy
0.803
Prior entropy
0.9635
Recall
0.803
Per class
Relative absolute error
0.3855
Root mean prior squared error
0.4869
Root mean squared error
0.3101
Root relative squared error
0.6368
SciMark benchmark
927.3354