DEVELOPMENT... OpenML
Run
153699

Run 153699

Task 3591 (Supervised Classification) bank8FM 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
0.9761
Per class
F measure
0.9137
Per class
Kappa
0.8201
KB relative information score
6260.9764
Mean absolute error
0.1192
Mean prior absolute error
0.4815
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
0.9143
Per class
Predictive accuracy
0.9142
Prior entropy
0.9731
Recall
0.9142
Per class
Relative absolute error
0.2475
Root mean prior squared error
0.4906
Root mean squared error
0.2456
Root relative squared error
0.5005
SciMark benchmark
933.8635
UserCPU time millis
350
UserCPU time millis testing
10
UserCPU time millis training
340