Run
528640

Run 528640

Task 189 (Supervised Data Stream Classification) covertype Uploaded 03-03-2016 by Joaquin Vanschoren
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Flow

moa.HoeffdingOptionTree(6)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(6)_o5
moa.HoeffdingOptionTree(6)_m33554432
moa.HoeffdingOptionTree(6)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(6)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(6)_e1000000
moa.HoeffdingOptionTree(6)_g200
moa.HoeffdingOptionTree(6)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(6)_c1.0E-7
moa.HoeffdingOptionTree(6)_w0.1
moa.HoeffdingOptionTree(6)_t0.05
moa.HoeffdingOptionTree(6)_bfalse
moa.HoeffdingOptionTree(6)_rfalse
moa.HoeffdingOptionTree(6)_pfalse
moa.HoeffdingOptionTree(6)_z2
moa.HoeffdingOptionTree(6)_lNBAdaptive
moa.HoeffdingOptionTree(6)_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
0.9515
Per class
Confusion matrix
F measure
0.8489
Per class
Kappa
0.7576
KB relative information score
484084.6508
Mean absolute error
0.0535
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8504
Per class
Predictive accuracy
0.8492
Prior entropy
2.8074
Recall
0.8492
Per class
Relative absolute error
0.2183
Root mean prior squared error
0.3499
Root mean squared error
0.1838
Root relative squared error
0.5252