DEVELOPMENT... OpenML
Run
2666

Run 2666

Task 2126 (Supervised Data Stream Classification) covertype Uploaded 28-04-2014 by Jason
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.7968
Per class
Confusion matrix
F measure
0.6337
Per class
Kappa
0.4445
KB relative information score
65770.3401
Mean absolute error
0.13
Mean prior absolute error
0.2449
Number of instances
110393
Per class
Precision
0.6256
Per class
Predictive accuracy
0.6483
Prior entropy
2.8074
Ram hours
0
Recall
0.6483
Per class
Relative absolute error
0.5307
Root mean prior squared error
0.3499
Root mean squared error
0.2719
Root relative squared error
0.777
Run CPU time
9.23