DEVELOPMENT... OpenML
Run
153858

Run 153858

Task 3747 (Supervised Classification) fri_c0_500_5 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
0.916
Per class
F measure
0.8219
Per class
Kappa
0.6439
KB relative information score
282.4026
Mean absolute error
0.2275
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8224
Per class
Predictive accuracy
0.822
Prior entropy
1
Recall
0.822
Per class
Relative absolute error
0.4549
Root mean prior squared error
0.5
Root mean squared error
0.3426
Root relative squared error
0.6853
SciMark benchmark
947.9494
UserCPU time millis
10
UserCPU time millis training
10