DEVELOPMENT... OpenML
Run
153874

Run 153874

Task 3763 (Supervised Classification) chscase_census6 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
0.4177
Per class
F measure
0.47
Per class
Kappa
-0.0709
KB relative information score
-23.4281
Mean absolute error
0.5072
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4676
Per class
Predictive accuracy
0.525
Prior entropy
0.978
Recall
0.525
Per class
Relative absolute error
1.0463
Root mean prior squared error
0.4923
Root mean squared error
0.5323
Root relative squared error
1.0812
SciMark benchmark
930.32
UserCPU time millis
10
UserCPU time millis training
10