Run
552960

Run 552960

Task 3580 (Supervised Classification) fruitfly Uploaded 09-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


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)_H1

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
0.5103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.4132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4799
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.477
Cross-validation details (10-fold Crossvalidation)
Number of instances
125
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.5245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9671
Cross-validation details (10-fold Crossvalidation)
Recall
0.552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1788.6668
UserCPU time millis
31.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
31.25
Cross-validation details (10-fold Crossvalidation)