DEVELOPMENT... OpenML
Run
128056

Run 128056

Task 36 (Supervised Classification) segment 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)_I10
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
0.9624
Per class
Build CPU time
0.1111
Build memory
1050374723.2
F measure
0.7888
Per class
Kappa
0.7591
KB relative information score
1541.775
Mean absolute error
0.1144
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7877
Per class
Predictive accuracy
0.7935
Prior entropy
2.8074
Recall
0.7935
Per class
Relative absolute error
0.467
Root mean prior squared error
0.3499
Root mean squared error
0.2137
Root relative squared error
0.6108
SciMark benchmark
908.8705