Run
300477

Run 300477

Task 97 (Learning Curve) ecoli 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.

20 Evaluation measures

Area under ROC curve
0.9504 ± 0.032
Per class
Kappa
0.8005 ± 0.0782
KB relative information score
0.7694 ± 0.0756
Mean absolute error
0.0488 ± 0.0112
Mean prior absolute error
0.1828 ± 0.0012
Number of instances
3360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Predictive accuracy
0.8554 ± 0.0572
Prior entropy
2.1906 ± 0.0868
Recall
0.8554 ± 0.0572
Per class
Relative absolute error
0.2672 ± 0.0602
Root mean prior squared error
0.3016 ± 0.0021
Root mean squared error
0.1681 ± 0.0321
Root relative squared error
0.5574 ± 0.1047
SciMark benchmark
1341.6606
UserCPU time millis
100
UserCPU time millis training
100