Run
1813456

Run 1813456

Task 125851 (Learning Curve) isolet Uploaded 23-08-2016 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
0.994 ± 0.0023
Per class
F measure
0.9534 ± 0.0085
Per class
Kappa
0.9516 ± 0.0089
KB relative information score
7463.2206 ± 6.3504
Mean absolute error
0.0036 ± 0.0006
Mean prior absolute error
0.074 ± 0
Number of instances
7797
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9535 ± 0.0082
Per class
Predictive accuracy
0.9534 ± 0.0085
Prior entropy
4.7004
Recall
0.9534 ± 0.0085
Per class
Relative absolute error
0.049 ± 0.0086
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.0569 ± 0.0055
Root relative squared error
0.2958 ± 0.0286
SciMark benchmark
1681.2826
UserCPU time millis
2121920
UserCPU time millis testing
580
UserCPU time millis training
2121340