DEVELOPMENT... OpenML
Run
153805

Run 153805

Task 3695 (Supervised Classification) fri_c2_250_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
0.9281
Per class
F measure
0.8633
Per class
Kappa
0.7035
KB relative information score
154.4636
Mean absolute error
0.1852
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8631
Per class
Predictive accuracy
0.864
Prior entropy
0.9468
Recall
0.864
Per class
Relative absolute error
0.3998
Root mean prior squared error
0.4812
Root mean squared error
0.307
Root relative squared error
0.6381
SciMark benchmark
930.32
UserCPU time millis
10
UserCPU time millis training
10