DEVELOPMENT... OpenML
Run
127299

Run 127299

Task 3786 (Supervised Classification) visualizing_soil Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(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_NaiveBayes(2)_I20
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.9999
Per class
Build CPU time
0.6976
Build memory
817526816.2527
F measure
0.9947
Per class
Kappa
0.9892
KB relative information score
8478.1783
Mean absolute error
0.0102
Mean prior absolute error
0.495
Number of instances
8641
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9947
Per class
Predictive accuracy
0.9947
Prior entropy
0.9928
Recall
0.9947
Per class
Relative absolute error
0.0205
Root mean prior squared error
0.4975
Root mean squared error
0.0658
Root relative squared error
0.1323
SciMark benchmark
908.8705