Run
507984

Run 507984

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(4)_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
0.5632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.5086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3885
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.4172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3225
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.722
UserCPU time millis testing
0.104
UserCPU time millis training
0.618