DEVELOPMENT... OpenML
Run
130991

Run 130991

Task 3888 (Supervised Classification) grub-damage 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
0.7406
Per class
Build CPU time
0.0079
Build memory
428557474.3226
F measure
0.7314
Per class
Kappa
0.371
KB relative information score
41.4943
Mean absolute error
0.3074
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.729
Per class
Predictive accuracy
0.7355
Prior entropy
0.9027
Recall
0.7355
Per class
Relative absolute error
0.7096
Root mean prior squared error
0.465
Root mean squared error
0.4579
Root relative squared error
0.9847
SciMark benchmark
927.3354