Run
220328

Run 220328

Task 3894 (Supervised Classification) gina_prior2 Uploaded 01-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.HoeffdingTree(3)Geoff Hulten, Laurie Spencer, Pedro Domingos: Mining time-changing data streams. In: ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 97-106, 2001.
weka.HoeffdingTree(3)_L2
weka.HoeffdingTree(3)_S1
weka.HoeffdingTree(3)_E1.0E-7
weka.HoeffdingTree(3)_H0.05
weka.HoeffdingTree(3)_M0.01
weka.HoeffdingTree(3)_G200.0
weka.HoeffdingTree(3)_N0.0

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2030.8713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0783
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6081
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3188
Cross-validation details (10-fold Crossvalidation)
Recall
0.6081
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.932
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.7324
UserCPU time millis
14480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
6450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
8030
Cross-validation details (10-fold Crossvalidation)