DEVELOPMENT... OpenML
Run
153970

Run 153970

Task 3859 (Supervised Classification) prnn_fglass 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
0.7753
Per class
F measure
0.74
Per class
Kappa
0.427
KB relative information score
66.8871
Mean absolute error
0.3166
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7386
Per class
Predictive accuracy
0.743
Prior entropy
0.9397
Recall
0.743
Per class
Relative absolute error
0.6906
Root mean prior squared error
0.4786
Root mean squared error
0.4319
Root relative squared error
0.9025
SciMark benchmark
930.32
UserCPU time millis
10
UserCPU time millis training
10

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