DEVELOPMENT... OpenML
Run
100603

Run 100603

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9839
Per class
Build CPU time
0.2651
Build memory
96304701.3811
F measure
0.945
Per class
Kappa
0.8793
KB relative information score
669.0876
Mean absolute error
0.0648
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9451
Per class
Predictive accuracy
0.945
Prior entropy
0.9348
Recall
0.945
Per class
Relative absolute error
0.1423
Root mean prior squared error
0.4771
Root mean squared error
0.2072
Root relative squared error
0.4344
SciMark benchmark
940.4464