DEVELOPMENT... OpenML
Run
154001

Run 154001

Task 3885 (Supervised Classification) mfeat-pixel 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
0.9933
Per class
F measure
0.9826
Per class
Kappa
0.9012
KB relative information score
1689.7858
Mean absolute error
0.0211
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9828
Per class
Predictive accuracy
0.983
Prior entropy
0.4703
Recall
0.983
Per class
Relative absolute error
0.1168
Root mean prior squared error
0.3
Root mean squared error
0.1072
Root relative squared error
0.3573
SciMark benchmark
943.6956
UserCPU time millis
290
UserCPU time millis training
290