DEVELOPMENT... OpenML
Run
153891

Run 153891

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.8659
Per class
F measure
0.7956
Per class
Kappa
0.588
KB relative information score
123.2566
Mean absolute error
0.2644
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7958
Per class
Predictive accuracy
0.796
Prior entropy
0.9955
Recall
0.796
Per class
Relative absolute error
0.5321
Root mean prior squared error
0.4984
Root mean squared error
0.3787
Root relative squared error
0.7598
SciMark benchmark
933.8635
UserCPU time millis
80
UserCPU time millis training
80