DEVELOPMENT... OpenML
Run
153794

Run 153794

Task 3681 (Supervised Classification) puma8NH 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
0.8243
Per class
F measure
0.7522
Per class
Kappa
0.5052
KB relative information score
2884.8618
Mean absolute error
0.34
Mean prior absolute error
0.5
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
0.7543
Per class
Predictive accuracy
0.7527
Prior entropy
1
Recall
0.7527
Per class
Relative absolute error
0.68
Root mean prior squared error
0.5
Root mean squared error
0.4119
Root relative squared error
0.8239
SciMark benchmark
930.32
UserCPU time millis
180
UserCPU time millis testing
10
UserCPU time millis training
170