Run
318063

Run 318063

Task 79 (Learning Curve) mfeat-pixel Uploaded 23-03-2015 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
0.9933 ± 0.0043
Per class
F measure
0.94 ± 0.0186
Per class
Kappa
0.9333 ± 0.0208
KB relative information score
0.9412 ± 0.0179
Mean absolute error
0.0122 ± 0.0035
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9406 ± 0.0173
Per class
Predictive accuracy
0.94 ± 0.0187
Prior entropy
3.3219
Recall
0.94 ± 0.0187
Per class
Relative absolute error
0.068 ± 0.0193
Root mean prior squared error
0.3
Root mean squared error
0.1015 ± 0.0159
Root relative squared error
0.3384 ± 0.053
SciMark benchmark
1334.4826
UserCPU time millis
658640
UserCPU time millis testing
110
UserCPU time millis training
658530