DEVELOPMENT... OpenML
Run
153827

Run 153827

Task 3715 (Supervised Classification) fri_c0_100_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
0.6561
Per class
F measure
0.5699
Per class
Kappa
0.1393
KB relative information score
16.1496
Mean absolute error
0.416
Mean prior absolute error
0.4998
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5699
Per class
Predictive accuracy
0.57
Prior entropy
0.9997
Recall
0.57
Per class
Relative absolute error
0.8323
Root mean prior squared error
0.4999
Root mean squared error
0.5663
Root relative squared error
1.1329
SciMark benchmark
930.32
UserCPU time millis
20
UserCPU time millis training
20