DEVELOPMENT... OpenML
Run
2649

Run 2649

Task 2126 (Supervised Data Stream Classification) covertype Uploaded 28-04-2014 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.7856
Per class
Confusion matrix
F measure
0.6226
Per class
Kappa
0.4263
KB relative information score
64304.4953
Mean absolute error
0.135
Mean prior absolute error
0.2449
Number of instances
110393
Per class
Precision
0.6113
Per class
Predictive accuracy
0.6419
Prior entropy
2.8074
Ram hours
0
Recall
0.6419
Per class
Relative absolute error
0.5511
Root mean prior squared error
0.3499
Root mean squared error
0.2733
Root relative squared error
0.781
Run CPU time
6.23