Run
54349

Run 54349

Task 1714 (Learning Curve) breast-w Uploaded 08-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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
0.9933 ± 0.0049
Per class
Build CPU time
0.0042
Build memory
204925340.4
F measure
0.9613 ± 0.0253
Per class
Kappa
0.9143 ± 0.0561
KB relative information score
0.8944 ± 0.0454
Mean absolute error
0.0495 ± 0.0185
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9613 ± 0.0248
Per class
Predictive accuracy
0.9614 ± 0.0253
Prior entropy
0.9293 ± 0.0043
Recall
0.9614 ± 0.0253
Per class
Relative absolute error
0.1095 ± 0.041
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.168 ± 0.0544
Root relative squared error
0.3534 ± 0.1143
SciMark benchmark
1615.5755