Run
1831309

Run 1831309

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 06-10-2016 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.HoeffdingOptionTree(7)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(7)_o5
moa.HoeffdingOptionTree(7)_m33554432
moa.HoeffdingOptionTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(7)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(7)_e1000000
moa.HoeffdingOptionTree(7)_g200
moa.HoeffdingOptionTree(7)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(7)_c1.0E-7
moa.HoeffdingOptionTree(7)_w0.1
moa.HoeffdingOptionTree(7)_t0.05
moa.HoeffdingOptionTree(7)_bfalse
moa.HoeffdingOptionTree(7)_rfalse
moa.HoeffdingOptionTree(7)_pfalse
moa.HoeffdingOptionTree(7)_z2
moa.HoeffdingOptionTree(7)_lNBAdaptive
moa.HoeffdingOptionTree(7)_q0

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.

18 Evaluation measures

Area under ROC curve
0.9183
Per class
Confusion matrix
F measure
0.9209
Per class
Kappa
0.747
KB relative information score
767949.1476
Mean absolute error
0.1272
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.931
Per class
Predictive accuracy
0.9266
Prior entropy
1
Recall
0.9266
Per class
Relative absolute error
0.2544
Root mean prior squared error
0.5
Root mean squared error
0.2499
Root relative squared error
0.4999