DEVELOPMENT... OpenML
Run
153786

Run 153786

Task 3672 (Supervised Classification) kin8nm 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
0.8065
Per class
F measure
0.7345
Per class
Kappa
0.4693
KB relative information score
2703.9438
Mean absolute error
0.3487
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7353
Per class
Predictive accuracy
0.7345
Prior entropy
0.9998
Recall
0.7345
Per class
Relative absolute error
0.6977
Root mean prior squared error
0.4999
Root mean squared error
0.4242
Root relative squared error
0.8485
SciMark benchmark
943.6956
UserCPU time millis
360
UserCPU time millis testing
10
UserCPU time millis training
350