DEVELOPMENT... OpenML
Run
129293

Run 129293

Task 248 (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)_I40
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
0.8127
Per class
Build CPU time
0.028
Build memory
1724218600
F measure
0.4078
Per class
Kappa
0.3639
KB relative information score
43.6069
Mean absolute error
0.1767
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4135
Per class
Predictive accuracy
0.4273
Prior entropy
3.3219
Recall
0.4273
Per class
Relative absolute error
0.9815
Root mean prior squared error
0.3
Root mean squared error
0.2946
Root relative squared error
0.9821
SciMark benchmark
937.9119