DEVELOPMENT... OpenML
Run
153877

Run 153877

Task 3767 (Supervised Classification) fri_c0_1000_50 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
0.9176
Per class
F measure
0.838
Per class
Kappa
0.6758
KB relative information score
563.1128
Mean absolute error
0.2298
Mean prior absolute error
0.4998
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
0.838
Per class
Predictive accuracy
0.838
Prior entropy
0.9997
Recall
0.838
Per class
Relative absolute error
0.4598
Root mean prior squared error
0.4999
Root mean squared error
0.3396
Root relative squared error
0.6794
SciMark benchmark
947.9494
UserCPU time millis
200
UserCPU time millis testing
10
UserCPU time millis training
190