Run
54348

Run 54348

Task 1713 (Learning Curve) mfeat-fourier Uploaded 08-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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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
0.8843 ± 0.0126
Per class
Build CPU time
4.6171
Build memory
235666767.2
F measure
0.7313 ± 0.0249
Per class
Kappa
0.7028 ± 0.0287
KB relative information score
0.7325 ± 0.0266
Mean absolute error
0.0542 ± 0.005
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7307 ± 0.027
Per class
Predictive accuracy
0.7325 ± 0.0258
Prior entropy
3.3219
Recall
0.7325 ± 0.0258
Per class
Relative absolute error
0.3012 ± 0.0277
Root mean prior squared error
0.3
Root mean squared error
0.2224 ± 0.0111
Root relative squared error
0.7414 ± 0.0369
SciMark benchmark
1615.5755