Run
543388

Run 543388

Task 4367 (Supervised Classification) fri_c4_1000_50 Uploaded 24-03-2016 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.rpart(44)Learner classif.rpart from package(s) rpart.
classif.rpart(44)_xval0
classif.rpart(44)_seed1
classif.rpart(44)_kindMersenne-Twister
classif.rpart(44)_normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.8819
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8564
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7089
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6147.3579
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2033
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8566
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4125
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3475
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7001
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis
4.28
UserCPU time millis testing
0.68
UserCPU time millis training
3.6