DEVELOPMENT... OpenML
Run
153435

Run 153435

Task 15 (Supervised Classification) breast-w 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
0.9888
Per class
F measure
0.9543
Per class
Kappa
0.8989
KB relative information score
617.4981
Mean absolute error
0.0526
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9543
Per class
Predictive accuracy
0.9542
Prior entropy
0.9297
Recall
0.9542
Per class
Relative absolute error
0.1164
Root mean prior squared error
0.4753
Root mean squared error
0.1896
Root relative squared error
0.3989
SciMark benchmark
934.5243
UserCPU time millis
10
UserCPU time millis training
10