DEVELOPMENT... OpenML
Run
66510

Run 66510

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 30-11-2014 by Felicia West
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Flow

weka.RealAdaBoost_NaiveBayes(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_NaiveBayes(1)_P100
weka.RealAdaBoost_NaiveBayes(1)_H1.0
weka.RealAdaBoost_NaiveBayes(1)_S1
weka.RealAdaBoost_NaiveBayes(1)_I10
weka.RealAdaBoost_NaiveBayes(1)_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
0.7313
Per class
Build CPU time
0.0019
Build memory
251190464.6486
F measure
0.6991
Per class
Kappa
0.4114
KB relative information score
35.6875
Mean absolute error
0.3467
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
0.7221
Per class
Predictive accuracy
0.7027
Prior entropy
0.9986
Recall
0.7027
Per class
Relative absolute error
0.6948
Root mean prior squared error
0.4995
Root mean squared error
0.4676
Root relative squared error
0.9362
SciMark benchmark
942.5344