Run
300457

Run 300457

Task 80 (Learning Curve) car Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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.

22 Evaluation measures

Area under ROC curve
0.9898 ± 0.0042
Per class
F measure
0.9345 ± 0.0165
Per class
Kappa
0.8573 ± 0.0354
KB relative information score
0.8448 ± 0.0276
Mean absolute error
0.0428 ± 0.0064
Mean prior absolute error
0.229 ± 0.0006
Number of instances
17280
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.935 ± 0.0161
Per class
Predictive accuracy
0.9343 ± 0.0165
Prior entropy
1.2058 ± 0.0089
Recall
0.9343 ± 0.0165
Per class
Relative absolute error
0.1869 ± 0.0281
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.1517 ± 0.0168
Root relative squared error
0.4487 ± 0.0495
SciMark benchmark
1359.2852
UserCPU time millis
340
UserCPU time millis testing
10
UserCPU time millis training
330