Run
506064

Run 506064

Task 38 (Supervised Classification) ecoli Uploaded 16-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_Ha

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
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.5506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.16.0-38-generic]
Precision
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5822
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
478.5354
UserCPU time millis
1890
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1870
Cross-validation details (10-fold Crossvalidation)