DEVELOPMENT... OpenML
Run
153548

Run 153548

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9974
Per class
F measure
0.9763
Per class
Kappa
0.9476
KB relative information score
36677.6728
Mean absolute error
0.0316
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9763
Per class
Predictive accuracy
0.9764
Prior entropy
0.9287
Recall
0.9764
Per class
Relative absolute error
0.07
Root mean prior squared error
0.4751
Root mean squared error
0.1325
Root relative squared error
0.2789
SciMark benchmark
947.9494
UserCPU time millis
1220
UserCPU time millis testing
50
UserCPU time millis training
1170