Run
1690

Run 1690

Task 189 (Supervised Data Stream Classification) covertype Uploaded 23-04-2014 by Jan van Rijn
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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
0.8176
Per class
Confusion matrix
F measure
0.6332
Per class
Kappa
0.4071
KB relative information score
368092.1355
Mean absolute error
0.1218
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.6403
Per class
Predictive accuracy
0.6457
Prior entropy
2.8074
Ram hours
0
Recall
0.6457
Per class
Relative absolute error
0.4972
Root mean prior squared error
0.3499
Root mean squared error
0.2588
Root relative squared error
0.7396
Run CPU time
13.81