DEVELOPMENT... OpenML
Run
153972

Run 153972

Task 3856 (Supervised Classification) kdd_ipums_la_97-small 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
0.9825
Per class
F measure
0.9773
Per class
Kappa
0.9517
KB relative information score
6413.8151
Mean absolute error
0.0455
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9785
Per class
Predictive accuracy
0.9772
Prior entropy
0.9504
Recall
0.9772
Per class
Relative absolute error
0.0976
Root mean prior squared error
0.4827
Root mean squared error
0.1447
Root relative squared error
0.2998
SciMark benchmark
943.6956
UserCPU time millis
250
UserCPU time millis testing
10
UserCPU time millis training
240