DEVELOPMENT... OpenML
Run
66831

Run 66831

Task 3807 (Supervised Classification) echoMonths 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
0.8073
Per class
Build CPU time
0.0054
Build memory
146436583.2
F measure
0.7743
Per class
Kappa
0.5524
KB relative information score
65.7925
Mean absolute error
0.2535
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7878
Per class
Predictive accuracy
0.7769
Prior entropy
0.9998
Recall
0.7769
Per class
Relative absolute error
0.507
Root mean prior squared error
0.4999
Root mean squared error
0.4292
Root relative squared error
0.8584
SciMark benchmark
933.8812