DEVELOPMENT... OpenML
Run
153885

Run 153885

Task 3773 (Supervised Classification) fri_c1_1000_10 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
0.9267
Per class
F measure
0.8543
Per class
Kappa
0.7028
KB relative information score
581.0201
Mean absolute error
0.2192
Mean prior absolute error
0.4918
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8552
Per class
Predictive accuracy
0.855
Prior entropy
0.9882
Recall
0.855
Per class
Relative absolute error
0.4456
Root mean prior squared error
0.4959
Root mean squared error
0.3257
Root relative squared error
0.6568
SciMark benchmark
947.9494
UserCPU time millis
40
UserCPU time millis training
40