DEVELOPMENT... OpenML
Run
154009

Run 154009

Task 3899 (Supervised Classification) mozilla4 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
0.9422
Per class
F measure
0.9322
Per class
Kappa
0.8432
KB relative information score
11841.1257
Mean absolute error
0.1133
Mean prior absolute error
0.4412
Number of instances
15545
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9401
Per class
Predictive accuracy
0.9343
Prior entropy
0.9135
Recall
0.9343
Per class
Relative absolute error
0.2568
Root mean prior squared error
0.4697
Root mean squared error
0.2389
Root relative squared error
0.5086
SciMark benchmark
932.3943
UserCPU time millis
140
UserCPU time millis testing
10
UserCPU time millis training
130