DEVELOPMENT... OpenML
Run
130008

Run 130008

Task 2275 (Supervised Classification) meta_instanceincremental.arff 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)_I80
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
0.8738
Per class
Build CPU time
0.0617
Build memory
1017608117.5135
F measure
0.8476
Per class
Kappa
0.6355
KB relative information score
45.4796
Mean absolute error
0.0653
Mean prior absolute error
0.2277
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.867
Per class
Predictive accuracy
0.8649
Prior entropy
1.3146
Recall
0.8649
Per class
Relative absolute error
0.287
Root mean prior squared error
0.3317
Root mean squared error
0.248
Root relative squared error
0.7477
SciMark benchmark
925.481