DEVELOPMENT... OpenML
Run
153769

Run 153769

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.9649
Per class
F measure
0.9157
Per class
Kappa
0.8302
KB relative information score
173.4016
Mean absolute error
0.1681
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
0.9169
Per class
Predictive accuracy
0.916
Prior entropy
0.9955
Recall
0.916
Per class
Relative absolute error
0.3384
Root mean prior squared error
0.4984
Root mean squared error
0.2661
Root relative squared error
0.534
SciMark benchmark
943.6956
UserCPU time millis
20
UserCPU time millis training
20