Run
1812159

Run 1812159

Task 125897 (Learning Curve) ozone-level-8hr Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_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
0.9027 ± 0.0281
Per class
F measure
0.9288 ± 0.012
Per class
Kappa
0.3434 ± 0.1349
KB relative information score
-341.2426 ± 31.6832
Mean absolute error
0.0848 ± 0.0072
Mean prior absolute error
0.1186 ± 0.0016
Number of instances
2534
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9247 ± 0.0134
Per class
Predictive accuracy
0.9357 ± 0.0103
Prior entropy
0.3411
Recall
0.9357 ± 0.0103
Per class
Relative absolute error
0.7149 ± 0.0604
Root mean prior squared error
0.2432 ± 0.0032
Root mean squared error
0.2202 ± 0.0124
Root relative squared error
0.9053 ± 0.0534
SciMark benchmark
1331.2226
UserCPU time millis
410
UserCPU time millis testing
10
UserCPU time millis training
400