Run
506782

Run 506782

Task 3497 (Supervised Classification) grub-damage Uploaded 24-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.156676409473461
weka.MultilayerPerceptron(4)_M0.7171088345678198
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V49
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E8
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ha
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Rtrue

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
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.4365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9752
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.571
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)