Run
520308

Run 520308

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.4995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0011
KB relative information score
103.4692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3169
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3662
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.3662
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3579
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.634
UserCPU time millis testing
0.032
UserCPU time millis training
0.602