DEVELOPMENT... OpenML
Run
130443

Run 130443

Task 18 (Supervised Classification) mfeat-morphological 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
0.8054
Per class
Build CPU time
0.0524
Build memory
1077828875.2
F measure
0.4555
Per class
Kappa
0.4022
KB relative information score
155.2986
Mean absolute error
0.176
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4529
Per class
Predictive accuracy
0.462
Prior entropy
3.3219
Recall
0.462
Per class
Relative absolute error
0.9777
Root mean prior squared error
0.3
Root mean squared error
0.2936
Root relative squared error
0.9786
SciMark benchmark
939.0159