Run
54377

Run 54377

Task 1740 (Learning Curve) soybean Uploaded 09-11-2014 by Joaquin Vanschoren
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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
0.9832 ± 0.0148
Per class
Build CPU time
12.428
Build memory
226926387.1
F measure
0.9198 ± 0.0331
Per class
Kappa
0.9118 ± 0.036
KB relative information score
0.9348 ± 0.033
Mean absolute error
0.0085 ± 0.0035
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9215 ± 0.0307
Per class
Predictive accuracy
0.9195 ± 0.0329
Prior entropy
3.8358 ± 0.0227
Recall
0.9195 ± 0.0329
Per class
Relative absolute error
0.0879 ± 0.0364
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.0851 ± 0.0206
Root relative squared error
0.3882 ± 0.0939
SciMark benchmark
942.4911