Run
1812083

Run 1812083

Task 1717 (Learning Curve) mfeat-morphological Uploaded 16-08-2016 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
0.9623 ± 0.0068
Per class
F measure
0.7352 ± 0.0338
Per class
Kappa
0.7067 ± 0.0381
KB relative information score
1527.8952 ± 3.6661
Mean absolute error
0.065 ± 0.0033
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.737 ± 0.035
Per class
Predictive accuracy
0.736 ± 0.0343
Prior entropy
3.3219
Recall
0.736 ± 0.0343
Per class
Relative absolute error
0.3611 ± 0.0185
Root mean prior squared error
0.3
Root mean squared error
0.1817 ± 0.0079
Root relative squared error
0.6056 ± 0.0262
SciMark benchmark
1558.8502
UserCPU time millis
1480
UserCPU time millis testing
30
UserCPU time millis training
1450