Run
515772

Run 515772

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.saeDNN(3)Learner classif.saeDNN from package(s) deepnet.
classif.saeDNN(3)_outputsoftmax
classif.saeDNN(3)_seed1
classif.saeDNN(3)_kindMersenne-Twister
classif.saeDNN(3)_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
0.5367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2574
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.2278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3614
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.366
UserCPU time millis testing
0.038
UserCPU time millis training
0.328