DEVELOPMENT... OpenML
Run
153602

Run 153602

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 10-02-2015 by Felicia West
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Flow

weka.RealAdaBoost_DecisionStump(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_DecisionStump(1)_P100
weka.RealAdaBoost_DecisionStump(1)_H1.0
weka.RealAdaBoost_DecisionStump(1)_S1
weka.RealAdaBoost_DecisionStump(1)_I10
weka.RealAdaBoost_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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.

22 Evaluation measures

Area under ROC curve
0.9827
Per class
F measure
0.9621
Per class
Kappa
0.924
KB relative information score
457.1946
Mean absolute error
0.101
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9621
Per class
Predictive accuracy
0.9621
Prior entropy
0.9989
Recall
0.9621
Per class
Relative absolute error
0.2023
Root mean prior squared error
0.4996
Root mean squared error
0.1847
Root relative squared error
0.3697
SciMark benchmark
933.8635
UserCPU time millis
10
UserCPU time millis training
10