DEVELOPMENT... OpenML
Run
100349

Run 100349

Task 1802 (Supervised Classification) ecoli 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
0.9368
Per class
Build CPU time
0.1284
Build memory
27645872.8
F measure
0.8367
Per class
Kappa
0.7784
KB relative information score
1235.8592
Mean absolute error
0.0503
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8353
Per class
Predictive accuracy
0.8387
Prior entropy
2.2353
Recall
0.8387
Per class
Relative absolute error
0.2751
Root mean prior squared error
0.3016
Root mean squared error
0.1825
Root relative squared error
0.6052
SciMark benchmark
949.8157