DEVELOPMENT... OpenML
Run
153696

Run 153696

Task 3587 (Supervised Classification) pwLinear 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
0.9206
Per class
F measure
0.8397
Per class
Kappa
0.6791
KB relative information score
121.3594
Mean absolute error
0.2061
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8409
Per class
Predictive accuracy
0.84
Prior entropy
0.9994
Recall
0.84
Per class
Relative absolute error
0.4126
Root mean prior squared error
0.4998
Root mean squared error
0.3353
Root relative squared error
0.6709
SciMark benchmark
933.8635
UserCPU time millis
10
UserCPU time millis training
10