DEVELOPMENT... OpenML
Run
100276

Run 100276

Task 240 (Supervised Classification) lymph 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
0.7824
Per class
Build CPU time
0.038
Build memory
634560112
F measure
0.7042
Per class
Kappa
0.4752
KB relative information score
22.0551
Mean absolute error
0.1302
Mean prior absolute error
0.2723
Number of instances
48
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6818
Per class
Predictive accuracy
0.7292
Prior entropy
1.2818
Recall
0.7292
Per class
Relative absolute error
0.4782
Root mean prior squared error
0.3701
Root mean squared error
0.3571
Root relative squared error
0.9649
SciMark benchmark
945.1738