Run
300458

Run 300458

Task 77 (Learning Curve) mfeat-morphological 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
0.9628 ± 0.0057
Per class
F measure
0.738 ± 0.025
Per class
Kappa
0.7098 ± 0.0273
KB relative information score
0.7643 ± 0.0151
Mean absolute error
0.0649 ± 0.0027
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
0.7396 ± 0.0258
Per class
Predictive accuracy
0.7389 ± 0.0246
Prior entropy
3.3219
Recall
0.7389 ± 0.0246
Per class
Relative absolute error
0.3607 ± 0.015
Root mean prior squared error
0.3
Root mean squared error
0.1814 ± 0.0067
Root relative squared error
0.6048 ± 0.0223
SciMark benchmark
1326.9152
UserCPU time millis
1630
UserCPU time millis testing
30
UserCPU time millis training
1600