Run
3354

Run 3354

Task 189 (Supervised Data Stream Classification) covertype Uploaded 30-04-2014 by Jan van Rijn
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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
0.9353
Per class
Confusion matrix
F measure
0.8202
Per class
Kappa
0.7125
KB relative information score
471120.5566
Mean absolute error
0.0574
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.823
Per class
Predictive accuracy
0.8189
Prior entropy
2.8074
Recall
0.8189
Per class
Relative absolute error
0.2345
Root mean prior squared error
0.3499
Root mean squared error
0.2048
Root relative squared error
0.5852
Run CPU time
40.5922