Run
522292

Run 522292

Task 58 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.79
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4042.4297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0933
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.21
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6481
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.569
UserCPU time millis testing
1.618
UserCPU time millis training
10.951