DEVELOPMENT... OpenML
Run
153996

Run 153996

Task 3882 (Supervised Classification) pendigits 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
0.9848
Per class
F measure
0.9717
Per class
Kappa
0.8523
KB relative information score
8130.7549
Mean absolute error
0.0437
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9731
Per class
Predictive accuracy
0.971
Prior entropy
0.482
Recall
0.971
Per class
Relative absolute error
0.2342
Root mean prior squared error
0.3054
Root mean squared error
0.1568
Root relative squared error
0.5136
SciMark benchmark
933.8635
UserCPU time millis
260
UserCPU time millis testing
20
UserCPU time millis training
240