DEVELOPMENT... OpenML
Run
100498

Run 100498

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 08-12-2014 by Felicia West
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

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
0.823
Per class
Build CPU time
0.0169
Build memory
363036206.0171
F measure
0.7378
Per class
Kappa
0.4711
KB relative information score
171.1572
Mean absolute error
0.3202
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
0.7395
Per class
Predictive accuracy
0.7372
Prior entropy
0.9912
Recall
0.7372
Per class
Relative absolute error
0.6485
Root mean prior squared error
0.4969
Root mean squared error
0.4051
Root relative squared error
0.8153
SciMark benchmark
946.5