DEVELOPMENT... OpenML
Run
129532

Run 129532

Task 3602 (Supervised Classification) visualizing_environmental 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
0.6924
Per class
Build CPU time
0.0122
Build memory
1243575627.3874
F measure
0.6486
Per class
Kappa
0.2987
KB relative information score
33.7592
Mean absolute error
0.3486
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6513
Per class
Predictive accuracy
0.6486
Prior entropy
0.9986
Recall
0.6486
Per class
Relative absolute error
0.6987
Root mean prior squared error
0.4995
Root mean squared error
0.5412
Root relative squared error
1.0836
SciMark benchmark
916.8903