DEVELOPMENT... OpenML
Run
66840

Run 66840

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 30-11-2014 by Felicia West
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Flow

weka.RealAdaBoost_Logistic(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8
weka.RealAdaBoost_Logistic(1)_P100
weka.RealAdaBoost_Logistic(1)_H1.0
weka.RealAdaBoost_Logistic(1)_S1
weka.RealAdaBoost_Logistic(1)_I10
weka.RealAdaBoost_Logistic(1)_Wweka.classifiers.functions.Logistic

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.

21 Evaluation measures

Area under ROC curve
0.8271
Per class
Build CPU time
0.0842
Build memory
62944846.8034
F measure
0.7357
Per class
Kappa
0.467
KB relative information score
171.6004
Mean absolute error
0.3195
Mean prior absolute error
0.4939
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7377
Per class
Predictive accuracy
0.735
Prior entropy
0.9912
Recall
0.735
Per class
Relative absolute error
0.6469
Root mean prior squared error
0.4969
Root mean squared error
0.4056
Root relative squared error
0.8162
SciMark benchmark
933.3942