Run
5462

Run 5462

Task 2247 (Supervised Data Stream Classification) abalone Uploaded 01-05-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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
0.6905
Per class
Confusion matrix
F measure
0.2032
Per class
Kappa
0.1242
KB relative information score
1577.6448
Mean absolute error
0.0583
Mean prior absolute error
0.0666
Number of instances
4177
Per class
Precision
0.21
Per class
Predictive accuracy
0.2305
Prior entropy
4.858
Ram hours
0
Recall
0.2305
Per class
Relative absolute error
0.8756
Root mean prior squared error
0.1825
Root mean squared error
0.1724
Root relative squared error
0.945
Run CPU time
0.2137