DEVELOPMENT... OpenML
Run
153845

Run 153845

Task 3730 (Supervised Classification) fri_c2_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
0.9004
Per class
F measure
0.8185
Per class
Kappa
0.625
KB relative information score
520.2181
Mean absolute error
0.2455
Mean prior absolute error
0.4866
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
0.8197
Per class
Predictive accuracy
0.82
Prior entropy
0.9806
Recall
0.82
Per class
Relative absolute error
0.5045
Root mean prior squared error
0.4932
Root mean squared error
0.3514
Root relative squared error
0.7124
SciMark benchmark
933.8635
UserCPU time millis
220
UserCPU time millis training
220